Discriminative Structure Learning of Markov Logic Networks
ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming
Developing Robust Synthetic Biology Designs Using a Microfluidic Robot Scientist
SBIA '08 Proceedings of the 19th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Probabilistic-Logic Models: Reasoning and Learning with Relational Structures
Proceedings of the 2008 conference on Tenth Scandinavian Conference on Artificial Intelligence: SCAI 2008
Lifted aggregation in directed first-order probabilistic models
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Taming the Complexity of Inductive Logic Programming
SOFSEM '10 Proceedings of the 36th Conference on Current Trends in Theory and Practice of Computer Science
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Constraint processing in lifted probabilistic inference
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
StReBio'09: statistical relational learning and mining in bioinformatics
ACM SIGKDD Explorations Newsletter
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Preprocessing boolean formulae for BDDs in a probabilistic context
JELIA'10 Proceedings of the 12th European conference on Logics in artificial intelligence
On the implementation of the probabilistic logic programming language problog
Theory and Practice of Logic Programming
Learning the parameters of probabilistic logic programs from interpretations
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Data Mining and Knowledge Discovery
Explaining genetic knock-out effects using cost-based abduction
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Lifted probabilistic inference by first-order knowledge compilation
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Lifted online training of relational models with stochastic gradient methods
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
Probabilistic reasoning with undefined properties in ontologically-based belief networks
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Lifted variable elimination: decoupling the operators from the constraint language
Journal of Artificial Intelligence Research
Alan Turing and the development of Artificial Intelligence
AI Communications - ECAI 2012 Turing and Anniversary Track
A tour of machine learning: An AI perspective
AI Communications - ECAI 2012 Turing and Anniversary Track
MCINTYRE: A Monte Carlo System for Probabilistic Logic Programming
Fundamenta Informaticae - Special Issue on the Italian Conference on Computational Logic: CILC 2011
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